| Leveraging World Knowledge in Implicit Hate Speech Detection | Dec 28, 2022 | Entity LinkingHate Speech Detection | —Unverified | 0 |
| When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories | Dec 20, 2022 | Knowledge ProbingMemorization | CodeCode Available | 1 |
| REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory | Dec 10, 2022 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Event knowledge in large language models: the gap between the impossible and the unlikely | Dec 2, 2022 | SentenceWorld Knowledge | CodeCode Available | 0 |
| ObjCAViT: Improving Monocular Depth Estimation Using Natural Language Models And Image-Object Cross-Attention | Nov 30, 2022 | Depth EstimationImage-to-Image Translation | CodeCode Available | 0 |
| A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods | Nov 30, 2022 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors | Nov 20, 2022 | Model EditingWorld Knowledge | CodeCode Available | 1 |
| CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering | Nov 19, 2022 | Continual LearningQuestion Answering | —Unverified | 0 |
| Cheater's Bowl: Human vs. Computer Search Strategies for Open-Domain Question Answering | Nov 15, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| PromptCap: Prompt-Guided Task-Aware Image Captioning | Nov 15, 2022 | Image CaptioningLanguage Modelling | CodeCode Available | 1 |
| Empowering Language Models with Knowledge Graph Reasoning for Question Answering | Nov 15, 2022 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| World Knowledge in Multiple Choice Reading Comprehension | Nov 13, 2022 | General KnowledgeMultiple-choice | CodeCode Available | 0 |
| Large Language Models with Controllable Working Memory | Nov 9, 2022 | counterfactualWorld Knowledge | —Unverified | 0 |
| Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models | Oct 28, 2022 | Common Sense ReasoningCoreference Resolution | —Unverified | 0 |
| ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics | Oct 27, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| Investigating the Role of Centering Theory in the Context of Neural Coreference Resolution Systems | Oct 26, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| ExPUNations: Augmenting Puns with Keywords and Explanations | Oct 24, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 0 |
| Revision Transformers: Instructing Language Models to Change their Values | Oct 19, 2022 | Information RetrievalRetrieval | CodeCode Available | 0 |
| COFAR: Commonsense and Factual Reasoning in Image Search | Oct 16, 2022 | Image RetrievalRetrieval | CodeCode Available | 0 |
| Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics | Oct 12, 2022 | Document ClassificationRetrieval | CodeCode Available | 1 |
| Decoupled Context Processing for Context Augmented Language Modeling | Oct 11, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts | Oct 10, 2022 | Self-Supervised LearningWorld Knowledge | —Unverified | 0 |
| Generating image captions with external encyclopedic knowledge | Oct 10, 2022 | Caption GenerationImage Captioning | —Unverified | 0 |
| A Unified Encoder-Decoder Framework with Entity Memory | Oct 7, 2022 | DecoderQuestion Answering | CodeCode Available | 1 |
